I think the architectural mistake is letting the agent execute the environment setup instead of just defining it. If you constrain the agent to generating a Dockerfile, you get a deterministic artifact a human can review before any license is actually accepted. It also saves a significant amount of tokens since you don't need to feed the verbose shell output back into the context loop.